Freddy Lécué

Knowledge-based Transfer Learning Explanation

2018 · arXiv (Cornell University)

Machine learning explanation can significantly boost machine learning's application in decision making, but the usability of current methods is limited in human-centric explanation, especially for transfer learning, an important machine learning branch that aims at …

Ontology-guided Semantic Composition for Zero-Shot Learning

2020 · arXiv (Cornell University)

Zero-shot learning (ZSL) is a popular research problem that aims at predicting for those classes that have never appeared in the training stage by utilizing the inter-class relationship with some side information. In this study, …